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cs.CL2025
From Noise to Signal to Selbstzweck: Reframing Human Label Variation in the Era of Post-training in NLP
Shanshan Xu, Santosh T. Y. S. S, Barbara Plank
Human Label Variation (HLV) refers to legitimate disagreement in annotation that reflects the diversity of human perspectives rather than mere error. Long treated in NLP as noise t…
cs.CL2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
Shanshan Xu, T. Y. S. S Santosh, Yanai Elazar +3
Recent works have shown that Large Language Models (LLMs) have a tendency to memorize patterns and biases present in their training data, raising important questions about how such…